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+ {
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+ "arch": "fsi_echo",
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+ "vocab_size": 4096,
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+ "d_model": 192,
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+ "n_swarm_layers": 3,
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+ "n_assembly_layers": 3,
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+ "n_nanobots": 512,
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+ "max_seq_len": 2048,
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+ "total_params": 2621578,
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+ "description": "FSI_ECHO - Morphing Code Swarm. Novel architecture with context-adaptive embeddings, nanobot swarm with dual-mode processing, assembly blocks, and self-verification.",
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+ "features": [
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+ "Morph Embedding: token embeddings transform based on context",
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+ "Nanobot Swarm: 512 nanobots with scout/combat dual-mode routing",
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+ "Assembly Blocks: coordinated multi-head attention with adaptive gating",
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+ "Self-Verification: per-token confidence prediction",
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+ "Closed-Loop Debug: iterative code generation and verification"
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+ ],
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+ "novelty": "Inspiration from movie Transformers (morphing/reconfiguring) and nanobot swarm intelligence. Entirely original design — not a copy of any existing architecture."
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+ }